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Making artificial intelligence practical, productive & accessible to everyone. Practical AI is a show in which technology professionals, business people, students, enthusiasts, and expert guests engage in lively discussions about Artificial Intelligence and related topics (Machine Learning, Deep Learning, Neural Networks, GANs, MLOps, AIOps, LLMs & more). The focus is on productive implementations and real-world scenarios that are accessible to everyone. If you want to keep up with the lates ...
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The AI in Business Podcast is for non-technical business leaders who need to find AI opportunities, align AI capabilities with strategy, and deliver ROI. Each week, Emerj Artificial Intelligence Research CEO Daniel Faggella interviews top AI executives from Fortune 500 firms and unicorn startups - to uncover trends, use-cases, and best practices for practical AI adoption. Subscribe to Emerj's weekly AI newsletter by downloading our "Beginning with AI" PDF guide: https://emerj.com/beg1
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Discover a whole new take on Artificial Intelligence with Squirro's educational podcast! Join host Lauren Hawker Zafer, a top voice in Artificial Intelligence on LinkedIn, for insightful chats that unravel the fascinating world of tech innovation, use case exploration and AI knowledge. Dive into candid discussions with accomplished industry experts and established academics. With each episode, you'll expand your grasp of cutting-edge technologies and their incredible impact on society, and y ...
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One person, one interview, one story. Join us as we explore the impact of AI on our world, one amazing person at a time -- from the wildlife biologist tracking endangered rhinos across the savannah here on Earth to astrophysicists analyzing 10 billion-year-old starlight in distant galaxies to the Walmart data scientist grappling with the hundreds of millions of parameters lurking in the retailer’s supply chain. Every two weeks, we’ll bring you another tale, another 25-minute interview, as we ...
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Welcome to MIT Technology Review Narrated, the home for the very best of our journalism in audio. Each week we will share one of our most ambitious stories, from print and online, narrated for us by real voice actors. Expect big themes, thought-provoking topics, and sharp analysis, all backed by our trusted reporting.
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Join Lukas Biewald on Gradient Dissent, an AI-focused podcast brought to you by Weights & Biases. Dive into fascinating conversations with industry giants from NVIDIA, Meta, Google, Lyft, OpenAI, and more. Explore the cutting-edge of AI and learn the intricacies of bringing models into production.
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What is generative AI? How do you create safe and capable models? Is AI overhyped? Join mathematician and broadcaster Professor Hannah Fry as she answers these questions and more in the highly-praised and award-winning podcast from Google DeepMind. In this series, Hannah goes behind the scenes of the world-learning research lab to uncover the extraordinary way AI is transforming our world. No hype. No spin, just compelling discussions and grand scientific ambition.
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Eye on A.I. is a biweekly podcast, hosted by longtime New York Times correspondent Craig S. Smith. In each episode, Craig will talk to people making a difference in artificial intelligence. The podcast aims to put incremental advances into a broader context and consider the global implications of the developing technology. AI is about to change your world, so pay attention.
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Machine Learning Street Talk (MLST)

Machine Learning Street Talk (MLST)

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Welcome! We engage in fascinating discussions with pre-eminent figures in the AI field. Our flagship show covers current affairs in AI, cognitive science, neuroscience and philosophy of mind with in-depth analysis. Our approach is unrivalled in terms of scope and rigour – we believe in intellectual diversity in AI, and we touch on all of the main ideas in the field with the hype surgically removed. MLST is run by Tim Scarfe, Ph.D (https://www.linkedin.com/in/ecsquizor/) and features regular ...
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Machine learning and artificial intelligence are dramatically changing the way businesses operate and people live. The TWIML AI Podcast brings the top minds and ideas from the world of ML and AI to a broad and influential community of ML/AI researchers, data scientists, engineers and tech-savvy business and IT leaders. Hosted by Sam Charrington, a sought after industry analyst, speaker, commentator and thought leader. Technologies covered include machine learning, artificial intelligence, de ...
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Brain Inspired

Paul Middlebrooks

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Neuroscience and artificial intelligence work better together. Brain inspired is a celebration and exploration of the ideas driving our progress to understand intelligence. I interview experts about their work at the interface of neuroscience, artificial intelligence, cognitive science, philosophy, psychology, and more: the symbiosis of these overlapping fields, how they inform each other, where they differ, what the past brought us, and what the future brings. Topics include computational n ...
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Machine Ethics Podcast

Ben Byford and friends

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Discourse on AI Ethics. News, explanation and Interviews with academics, authors, business leaders, creatives and engineers on the subject of autonomous algorithms, artificial intelligence, machine learning, technology ethics and more.
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Unlock the business value of AI in financial services with in-depth interviews on trends, use-cases, and cutting-edge best practices. In each episode, Emerj Founder Daniel Faggella interviews leaders at firms like HSBC, Citigroup, and Visa - as well as AI innovators from Silicon Valley and around the world. Subscribe to Emerj's weekly AI newsletter by downloading our "AI in Financial Services Cheat Sheet" PDF guide: https://emerj.com/fin1
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Mind Matters

Discovery Institute Center on Natural and Artificial Intelligence

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On the Mind Matters podcast, Discovery Institute’s Walter Bradley Center for Natural and Artificial Intelligence considers the implications and misconceptions, the opportunities and limitations, and the applications and challenges presented by intelligent agents and their algorithms. Episode notes and archives available at mindmatters.ai/podcast.
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HumAIn Podcast

David Yakobovitch

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Welcome to HumAIn, the top 1% global podcast shaping the future of AI and technology. Join host David Yakobovitch, a renowned AI innovator and venture capitalist, as he takes you on an exhilarating journey through the world of Artificial Intelligence, Data Science, and cutting-edge tech. Through intimate fireside chats with Chief Data Scientists, AI Advisors, and visionary leaders, we peel back the curtain on groundbreaking AI products, dissect industry trends, and explore how AI is reshapin ...
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"Kanth Mentorship Podcast" is a podcast series hosted by Rajeev Kanth that focuses on career transition and development, particularly in Data Analytics, Data Science, Machine Learning, Data Engineering, Cloud Computing, AWS, Azure, DataBricks, SQL, Power BI, Tableau, Python Generative AI, Deep Learning, Computer Vision, LLMs, and Artificial Intelligence. The podcast covers various topics, including interview preparation, industry insights, and career path guidance, aimed at various individua ...
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Machine learning audio course, teaching the fundamentals of machine learning and artificial intelligence. It covers intuition, models (shallow and deep), math, languages, frameworks, etc. Where your other ML resources provide the trees, I provide the forest. Consider MLG your syllabus, with highly-curated resources for each episode's details at ocdevel.com. Audio is a great supplement during exercise, commute, chores, etc.
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A daily news analysis show on all things artificial intelligence. NLW looks at AI from multiple angles, from the explosion of creativity brought on by new tools like Midjourney and ChatGPT to the potential disruptions to work and industries as we know them to the great philosophical, ethical and practical questions of advanced general intelligence, alignment and x-risk.
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Al: Innovation or Destruction? In this sci-fi podcast based on the groundbreaking interactive series Artificial, our hosts delve into the world of Sophie, an artificial intelligence being on a journey to become human, in attempts to illuminate the dangers and benefits of AI while looking at how to ethically treat and develop our new sentient friends. We invite you to join the conversation and weigh in on the ultimate question: Will Al prove to be good for the world... or will it lead to our ...
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Learn how people are using AI at work to collaborate, find focus, and get stuff done—not at some point in the future, but today. Hear founders, researchers, and engineers talk about the problems they’re solving with the help of new and emerging AI tools, and how AI can help you spend more time on the work that matters most.
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Roboism is a show mostly about robots. We are exploring how artificial intelligence, machine learning, and digital assistants are affecting our culture. Come explore the humanity behind the bots that are quickly becoming a part of every day life. Hosted by Kathy Campbell and Alex Cox.
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The Voicebot Podcast is about the intersection of voice and artificial intelligence (AI) technologies. It is a weekly look at trends, founders and newsmakers and supplements the daily research, analysis and news found at https://voicebot.ai.
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NLP Highlights

Allen Institute for Artificial Intelligence

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**The podcast is currently on hiatus. For more active NLP content, check out the Holistic Intelligence Podcast linked below.** Welcome to the NLP highlights podcast, where we invite researchers to talk about their work in various areas in natural language processing. All views expressed belong to the hosts/guests, and do not represent their employers.
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Learning Machines 101

Richard M. Golden, Ph.D., M.S.E.E., B.S.E.E.

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Smart machines based upon the principles of artificial intelligence and machine learning are now prevalent in our everyday life. For example, artificially intelligent systems recognize our voices, sort our pictures, make purchasing suggestions, and can automatically fly planes and drive cars. In this podcast series, we examine such questions such as: How do these devices work? Where do they come from? And how can we make them even smarter and more human-like? These are the questions that wil ...
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TalkRL podcast is All Reinforcement Learning, All the Time. In-depth interviews with brilliant people at the forefront of RL research and practice. Guests from places like MILA, OpenAI, MIT, DeepMind, Berkeley, Amii, Oxford, Google Research, Brown, Waymo, Caltech, and Vector Institute. Hosted by Robin Ranjit Singh Chauhan.
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AI with AI explores the latest breakthroughs in artificial intelligence and autonomy, and discusses the technological and military implications. Join Andy Ilachinski and David Broyles as they explain the latest developments in this rapidly evolving field. The views expressed here are those of the commentators and do not necessarily reflect the views of CNA or any of its sponsors.
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The Alignment Newsletter is a weekly publication with recent content relevant to AI alignment. This podcast is an audio version, recorded by Robert Miles (http://robertskmiles.com) More information about the newsletter at: https://rohinshah.com/alignment-newsletter/
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Exploring both the practical realities and the exciting alternate realities that can be unleashed through cloud driven transformation and cloud native living and working. Each episode, our hosts Dave, Sjoukje & Rob talk to Cloud leaders and practitioners to understand how previously untapped business value can be released, how to deal with the challenges and risks that come with bold ventures and how does human experience factor into all of this? They cover Intelligent Industry, Customer Exp ...
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Join Medscape editor-in-chief Eric Topol, MD, and master storyteller and clinician Abraham Verghese, MD, as they interview experts on the hottest topics in healthcare ranging from COVID-19 to social determinants of health to bringing humanity back to medicine.
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The team at MMC go 'Beyond the Hype' with the world’s leading AI technologists, entrepreneurs and corporate executives that are transforming today's industries. This podcast is produced by MMC Ventures, the research-led venture capital firm investing in early-stage technology companies. Visit mmc.vc for more details or find us on Twitter @MMC_Ventures.
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You want to follow the AI space but it's just too much? Welcome to your favorite new show. AI For Humans catches you up on all the AI news, tools & issues. Each week, Kevin Pereira & Gavin Purcell help explain exactly how this ground breaking technology will change our world. Plus, it's fun! Don't take our word for it. Fast Company says "AI For Humans may be the most entertaining way to learn about artificial intelligence". Subscribe now to stay up-to-date on one of today's most important em ...
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Mystery AI Hype Theater 3000

Emily M. Bender and Alex Hanna

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Artificial Intelligence has too much hype. In this podcast, linguist Emily M. Bender and sociologist Alex Hanna break down the AI hype, separate fact from fiction, and science from bloviation. They're joined by special guests and talk about everything, from machine consciousness to science fiction, to political economy to art made by machines.
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Covering the five most significant stories in AI this week. Major product releases like MidJourney’s new web-based interface and Ideogram 2.0’s text generation capabilities are highlighted, along with key enterprise AI developments from Salesforce. The ongoing debate over California’s AI safety bill SB 1047 is also discussed, as well as how intense…
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Join our Patreon: https://www.patreon.com/AIForHumansShow AI news coming in HOT: Ideogram 2.0 dropped and, along with Flux community updates & Google’s IMAGEN-3, continues to show how AI imaging tools keep improving… but also opens the door to whole new messes. Plus, OpenAI’s drops new blog posts (wee!), Unitree sends their cheap humanoid robot int…
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Adaptability is the ability to adjust to new conditions, environments, or situations effectively and efficiently. It involves being open to change, learning quickly from experiences, and having the flexibility to modify one’s approach in response to shifting circumstances. In this episode of AI Today hosts Kathleen Walch and Ron Schmelzer continue …
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Today, we're joined by Harrison Chase, co-founder and CEO of LangChain to discuss LLM frameworks, agentic systems, RAG, evaluation, and more. We dig into the elements of a modern LLM framework, including the most productive developer experiences and appropriate levels of abstraction. We dive into agents and agentic systems as well, covering the “sp…
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This and all episodes at: https://aiandyou.net/ . Virtually everything that’s difficult about getting computers to do work for us is in getting them to understand our question or request and in our understanding their answer. How we interact with them is the problem. And that's where Sophie Kleber comes in. She is the UX – that’s User Experience – …
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In this episode, Pedro Domingos - AI - 2040 - Lauren Hawker Zafer is joined by Pedro Domingos. This unique conversation explores AI's impact on politics, particularly in voter targeting and campaign strategies, and the concept of AI as a tool for enhancing collective intelligence. Domingos, with over 200 technical publications and numerous accolade…
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Welcome to the AI Daily Podcast Exploring the rapidly evolving field of artificial intelligence, the "AI Daily Podcast" dives into the latest news about innovations impacting AI technology across various industries. Today, we have a fascinating lineup discussing significant developments within autonomous driving technologies and specialized AI serv…
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Today’s guest is Dr. Raghav Vadhera, Lead Technical Architect for AI/ML Platform & Services at Raytheon Technologies. Dr. Vadhera returns to the program today to talk about a new initiative from the Biden administration in partnership with Raytheon to improve flood prediction capabilities using AI and cutting-edge technologies. Throughout our conve…
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NLW discusses the commoditization of LLMs and reflects on a new essay from VC Sarah Tavel about the logic behind the Foundation Model companies' seemingly endless appetite to spend on the AI build-out. Read the piece: https://www.sarahtavel.com/p/the-big-stack-game-of-llm-poker Concerned about being spied on? Tired of censored responses? AI Daily B…
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In this episode, Pat Flynn and Dr. Michael Egnor continue their discussion of Dr. Egnor’s contribution to the recent volume Minding the Brain. Flynn and Egnor discuss various criticisms of materialism in neuroscience. They touch on topics such as near-death experiences, the limitations of the computational theory of mind, and the nature of artifici…
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If you have questions at the intersection of Cybersecurity and AI, you need to know Donato at WithSecure! Donato has been threat modeling AI applications and seriously applying those models in his day-to-day work. He joins us in this episode to discuss his LLM application security canvas, prompt injections, alignment, and more. Leave us a comment C…
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Andrew Ilyas, a PhD student at MIT who is about to start as a professor at CMU. We discuss Data modeling and understanding how datasets influence model predictions, Adversarial examples in machine learning and why they occur, Robustness in machine learning models, Black box attacks on machine learning systems, Biases in data collection and dataset …
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In the heart of Africa, King Ekun of Amaraya was a ruler known for his wisdom and strength. Faced with a devastating drought, he journeyed to the sacred mountain of Orun to seek guidance from the ancestors. They granted him the power to bring water back to his kingdom, but with the reminder that great power comes with great responsibility. Ekun use…
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To provide some summer listening by the pool, and to act as a 'previously on...' for Season 4, AI has taken over the show and has complied some highlights from recent seasons. In this second of four episodes, our hosts GE0-RGE and L1-LLE, guide us through some of the conversations the team have had on possible Futures and challenegs, including... 0…
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To provide some summer listening on the beach, and to act as a bit of a 'previously on...' for Season 4, AI has taken over the show for four special episodes of some highlights from recent seasons. In this first of the four episodes, our hosts G0r-GE and Lil-E, somewhat self indulgently, guide us through some of the conversations the team have had …
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The Next Frontier in AI: Multi-Agent Frameworks and the Path to AGI Martin Musiol is an AI expert, founder, and CEO of GenerativeAI.net. With a background from the Technical University of Munich, Martin has been at the forefront of generative AI since 2016. He created the world's first online course on generative AI and has worked as the Gen AI lea…
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A recent report reveals a 473.5% increase in Fortune 500 companies citing AI as a business risk in their SEC filings. This episode explores the growing concerns around AI’s impact on various industries, from competitive risks to regulatory challenges. Discover how businesses are moving into the acceptance phase of AI adoption and what it means for …
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Snowflake is using AI to help enterprises transform data into insights and applications. In this episode of NVIDIA’s AI Podcast, host Noah Kravitz and Baris Gultekin, head of AI at Snowflake, discuss how the company’s AI Data Cloud platform enables customers to access and manage data at scale. By separating the storage of data from compute, Snowfla…
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In this episode of the Eye on AI podcast, we sit down with Peter Guagenti, President and Chief Marketing Officer at Tabnine, to explore the role of AI in software development. Peter takes us through his journey from web developer and engineering lead to leading Tabnine, a pioneer of AI code assistance. We delve into the innovative ways Tabnine is p…
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Dr. Joscha Bach introduces a surprising idea called "cyber animism" in his AGI-24 talk - the notion that nature might be full of self-organizing software agents, similar to the spirits in ancient belief systems. Bach suggests that consciousness could be a kind of software running on our brains, and wonders if similar "programs" might exist in plant…
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In "The Lion's Wisdom" the story follows a young lion cub named Kito who seeks guidance from the wise elder lion, Mzee, to learn how to become a great leader of his pride. Mzee teaches Kito valuable lessons by showing him examples from nature, such as the waterhole where animals of all kinds share peacefully and the sun that provides light and warm…
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Generative AI is entering a new phase of adoption, with companies shifting from employee experimentation to full organizational transformation. This episode breaks down key insights from a recent McKinsey survey on how businesses are implementing AI and what it means for the future. Discover the steps organizations are taking to harness the power o…
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Pieter Levels (aka levelsio on X) is a self-taught developer and entrepreneur who has designed, programmed, launched over 40 startups, many of which are highly successful. Thank you for listening ❤ Check out our sponsors: https://lexfridman.com/sponsors/ep440-sc See below for timestamps, transcript, and to give feedback, submit questions, contact L…
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Today's guest is Andrei Tadique, Director and Head of Manufacturing Science at Takeda Pharmaceuticals. Andrei joins us on today's podcast to discuss the biggest challenges for Life Sciences leaders in driving logistics and supply chain workflows. In the course of his conversation with Emerj Senior Editor Matthew DeMello, Tadique identifies and expl…
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Former Speaker of the House Nancy Pelosi has voiced opposition to California’s controversial AI Bill SB1047. This episode examines the intense debate, covering Pelosi’s position, key arguments from both sides, and the potential impact on the tech industry and AI safety. Will this bill lead to significant changes in AI policy, or is a veto on the ho…
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Javier Luraschi: AI as Your Co-pilot: Hal9's CEO on Reshaping Enterprise Workflows Bio: Javier Luraschi is the CEO and Founder of Hal9. With over 15 years of experience in software engineering, Javier has worked at companies like Microsoft Research, RStudio (now Posit), and SAP. He co-created open-source tools such as MLflow and ported PyTorch and …
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Welcome to AI Daily Podcast: Innovations and Insights Join us on the AI Daily Podcast as we delve into the cutting-edge developments and thought-provoking trends in the world of artificial intelligence technology. Each episode aims to illuminate the multifaceted impact of AI across various sectors. In today's episode, we spotlight Purdue University…
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A reading and discussion inspired by https://www.nytimes.com/interactive/2024/07/31/opinion/ai-fears.html Concerned about being spied on? Tired of censored responses? AI Daily Brief listeners receive a 20% discount on Venice Pro. Visit ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://venice.ai/nlw ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠and enter the discount code NLWDAILYBRIEF. Learn how to u…
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Prof Gary Marcus revisited his keynote from AGI-21, noting that many of the issues he highlighted then are still relevant today despite significant advances in AI. MLST is sponsored by Brave: The Brave Search API covers over 20 billion webpages, built from scratch without Big Tech biases or the recent extortionate price hikes on search API access. …
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The latest model from one of the most popular fine-tuning labs makes us question how a model should be identified as a "frontier model." This is AI generated audio with Python and 11Labs. Source code: https://github.com/natolambert/interconnects-tools Original post: https://www.interconnects.ai/p/nous-hermes-3 0:00 Nous Hermes 3 and exploiting unde…
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AI Daily Podcast: Unveiling Innovations in AI Technology Discover the latest in artificial intelligence on the AI Daily Podcast, where we delve deep into the strides and challenges of AI technology in today’s digital world. Today’s segment explores pressing issues from the realms of security, disinformation, and automotive advancements. In light of…
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Elon Musk’s latest AI model, Grok 2, has stirred up significant controversy, especially around its image generation capabilities. With Grok 2 integrated into X (formerly Twitter), users are creating wild, unfiltered images, pushing the boundaries of copyright laws and political sensitivities. As mainstream media and legal experts weigh in, the deba…
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On this episode, host Pat Flynn begins a wide-ranging conversation with Dr. Michael Egnor about topics such as mind, brain, dualism, the nature of the human person, neuroscience, and the soul. Dr. Egnor argues for dualism, stating that there are aspects of the mind that are not generated by the brain. They also discuss research on split-brain patie…
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Support the show to get full episodes and join the Discord community. Damian Kelty-Stephen is an experimental psychologist at State University of New York at New Paltz. Last episode with Luis Favela, we discussed many of the ideas from ecological psychology, and how Louie is trying to reconcile those principles with those of neuroscience. In this e…
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Google has taken a significant step ahead of OpenAI with the full release of Gemini Live, a cutting-edge voice assistant integrated into their latest Pixel devices. Plus Elon releases Grok2. Concerned about being spied on? Tired of censored responses? AI Daily Brief listeners receive a 20% discount on Venice Pro. Visit ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://venic…
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AI Daily Podcast: Innovations and Issues in Artificial Intelligence Technology Welcome to another enlightening episode of the AI Daily Podcast. Today, we delve deep into the latest developments and controversies in the realm of artificial intelligence technology, spotlighting the impacts and ethical dilemmas posed by innovations like deepfakes and …
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Join our Patreon: https://www.patreon.com/AIForHumansShow XAI surprised us all with the drop of Grok-2 and it’s actually very good, Google’s new Pixel event was AI heavy as Gemini Voice looks to steal OpenAI’s thunder. OpenAI *did* drop a new model but it wasn’t the rumored Strawberry…at least not yet. Plus, AI crowds, way more Flux content and a s…
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Today’s guest is Akash Gupta, Co-founder and CEO of GreyOrange. GreyOrange is a warehouse robotics and software company that works in apparel, retail, consumer electronics, and home improvement, among other industries. In a special series focusing on software development challenges sponsored by Pieces, Akash joins us on today’s program to talk abou…
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DeepMind Research Scientist / MIT scholar Dr. Timothy Nguyen discusses his recent paper on understanding transformers through n-gram statistics. Nguyen explains his approach to analyzing transformer behavior using a kind of "template matching" (N-grams), providing insights into how these models process and predict language. MLST is sponsored by Bra…
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You might have heard that “AI is only as good as the data.” What does that mean and what data are we talking about? Chris and Daniel dig into that topic in the episode exploring the categories of data that you might encounter working in AI (for training, testing, fine-tuning, benchmarks, etc.). They also discuss the latest developments in AI regula…
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Craig Jones is a legendary jiu jitsu personality, competitor, co-founder of B-Team, and organizer of the CJI tournament that offers over $2 million in prize money. Thank you for listening ❤ Check out our sponsors: https://lexfridman.com/sponsors/ep439-sc See below for timestamps, transcript, and to give feedback, submit questions, contact Lex, etc.…
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Want to watch the full episode? Subscribe to Google DeepMind's YouTube page and stay tuned for new episodes. Further reading: Veo Imagen SynthID An update on web publisher controls (Google-Extended) Want to share feedback? Why not leave a review on your favorite streaming platform? Have a suggestion for a guest that we should have on next? Leave us…
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Want to watch the full episode? Subscribe to Google DeepMind's YouTube page and stay tuned for new episodes. Further reading: Gemini Project Astra Google I/O 2024 Scaling Language Models: Methods, Analysis & Insights from Training Gopher LaMDA: our breakthrough conversation technology Social channels to follow for new content: Instagram X Linkedin …
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Check our BloomReach: https://www.bloomreach.com Explore Loomi AI: https://www.bloomreach.com/en/products/loomi Other BloomReach products: https://www.bloomreach.com/en/products In this episode of the Eye on AI podcast, we sit down with Xun Wang, Chief Technology Officer at Bloomreach, to explore the power of AI in the world of e-commerce. Xun take…
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An AI-First Mindset refers to a proactive and strategic approach to integrating AI into all aspects of your life both personally and professionally. It involves prioritizing and using AI as a key driver for decision-making, innovation, and problem-solving. In this episode of AI Today hosts Kathleen Walch and Ron Schmelzer discuss what having an AI-…
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